Kapoor Melissa, Holman Blair, Cohen Carolyn
Mind over Matter Medtech Ltd, London, United Kingdom.
Element Materials Technology Boulder, Louisville, CO, United States.
JMIR Cardio. 2024 Aug 5;8:e57241. doi: 10.2196/57241.
The key to reducing the immense morbidity and mortality burdens of cardiovascular diseases is to help people keep their blood pressure (BP) at safe levels. This requires that more people with hypertension be identified, diagnosed, and given tools to lower their BP. BP monitors are critical to hypertension diagnosis and management. However, there are characteristics of conventional BP monitors (oscillometric cuff sphygmomanometers) that hinder rapid and effective hypertension diagnosis and management. Calibration-free, software-only BP monitors that operate on ubiquitous mobile devices can enable on-demand BP monitoring, overcoming the hardware barriers of conventional BP monitors.
This study aims to investigate the accuracy of a contactless BP monitor software app for classifying the full range of clinically relevant BPs as hypertensive or nonhypertensive and to evaluate its accuracy for measuring the pulse rate (PR) and BP of people with BPs relevant to stage-1 hypertension.
The software app, known commercially as Lifelight, was investigated following the data collection and data analysis methodology outlined in International Organization for Standardization (ISO) 81060-2:2018/AMD 1:2020 "Non-invasive Sphygmomanometers-Part 2: Clinical investigation of automated measurement type." This validation study was conducted by the independent laboratory Element Materials Technology Boulder (formerly Clinimark). The study generated data from 85 people aged 18-85 years with a wide-ranging distribution of BPs specified in ISO 81060-2:2018/AMD 1:2020. At least 20% were required to have Fitzpatrick scale skin tones of 5 or 6 (ie, dark skin tones). The accuracy of the app's BP measurements was assessed by comparing its BP measurements with measurements made by dual-observer manual auscultation using the same-arm sequential method specified in ISO 81060-2:2018/AMD 1:2020. The accuracy of the app's PR measurements was assessed by comparing its measurements with concurrent electroencephalography-derived heart rate values.
The app measured PR with an accuracy root-mean-square of 1.3 beats per minute and mean absolute error of 1.1 (SD 0.8) beats per minute. The sensitivity and specificity with which it determined that BPs exceeded the in-clinic systolic threshold for hypertension diagnosis were 70.1% and 71.7%, respectively. These rates are consistent with those reported for conventional BP monitors in a literature review by The National Institute for Health and Care Excellence. The app's mean error for measuring BP in the range of normotension and stage-1 hypertension (ie, 65/85, 76% of participants) was 6.5 (SD 12.9) mm Hg for systolic BP and 0.4 (SD 10.6) mm Hg for diastolic BP. Mean absolute error was 11.3 (SD 10.0) mm Hg and 8.6 (SD 6.8) mm Hg, respectively.
A calibration-free, software-only medical device was independently tested against ISO 81060-2:2018/AMD 1:2020. The safety and performance demonstrated in this study suggest that this technique could be a potential solution for rapid and scalable screening and management of hypertension.
降低心血管疾病巨大的发病和死亡负担的关键在于帮助人们将血压维持在安全水平。这需要识别、诊断更多高血压患者,并为他们提供降低血压的方法。血压监测仪对高血压的诊断和管理至关重要。然而,传统血压监测仪(示波法袖带血压计)的一些特性阻碍了高血压的快速有效诊断和管理。在无处不在的移动设备上运行的无需校准、仅软件的血压监测仪能够实现按需血压监测,克服了传统血压监测仪的硬件障碍。
本研究旨在调查一款非接触式血压监测软件应用程序将所有临床相关血压分类为高血压或非高血压的准确性,并评估其测量与1级高血压相关血压人群的脉搏率(PR)和血压的准确性。
按照国际标准化组织(ISO)81060-2:2018/AMD 1:2020《无创血压计 第2部分:自动测量型的临床研究》中概述的数据收集和数据分析方法,对商业上称为Lifelight的该软件应用程序进行了调查。这项验证研究由独立实验室Element Materials Technology Boulder(原Clinimark)进行。该研究收集了85名年龄在18至85岁之间、血压分布广泛的人群的数据,这些血压范围在ISO 81060-2:2018/AMD 1:2020中有明确规定。至少20%的参与者的菲茨帕特里克皮肤色调等级为5或6(即深肤色)。通过将该应用程序的血压测量值与采用ISO 81060-2:2018/AMD 1:2020中规定的同臂连续法进行双观察者手动听诊所获得的测量值进行比较,评估该应用程序血压测量的准确性。通过将该应用程序的PR测量值与同步脑电图得出的心率值进行比较,评估该应用程序PR测量的准确性。
该应用程序测量PR的均方根误差为每分钟1.3次心跳,平均绝对误差为每分钟1.1(标准差0.8)次心跳。其判定血压超过高血压诊断临床收缩压阈值的敏感性和特异性分别为70.1%和71.7%。这些比率与英国国家卫生与临床优化研究所文献综述中报道的传统血压监测仪的比率一致。在正常血压和1级高血压范围内(即65/85,76%的参与者),该应用程序测量血压的平均误差,收缩压为6.5(标准差12.9)毫米汞柱,舒张压为0.4(标准差10.6)毫米汞柱。平均绝对误差分别为11.3(标准差10.0)毫米汞柱和8.6(标准差6.8)毫米汞柱。
一款无需校准、仅软件的医疗设备依据ISO 81060-2:2018/AMD 1:2020进行了独立测试。本研究中展示的安全性和性能表明,该技术可能是高血压快速且可扩展筛查和管理的潜在解决方案。